Comparing Original Data and Synthetic Data

Dataset statistics

	Original Data	Synthetic Data
Number of variables	7	7
Number of observations	22620	20162
Missing cells	2458	0
Missing cells (%)	1.6%	0.0%
Duplicate rows	449	0
Duplicate rows (%)	2.0%	0.0%
Total size in memory	1.4 MiB	551.4 KiB
Average record size in memory	64.0 B	28.0 B

Variable types

	Original Data	Synthetic Data
Numeric	7	7

Alerts

Original Data	Synthetic Data
Dataset has 449 (2.0%) duplicate rows	Alert not present in	Duplicates
`mis_and_disinformation` is highly overall correlated with `mis_and_disinformation_male` and 5 other fields	`mis_and_disinformation` is highly overall correlated with `mis_and_disinformation_male` and 4 other fields	High Correlation
`mis_and_disinformation_male` is highly overall correlated with `mis_and_disinformation` and 5 other fields	`mis_and_disinformation_male` is highly overall correlated with `mis_and_disinformation` and 4 other fields	High Correlation
`mis_and_disinformation_female` is highly overall correlated with `mis_and_disinformation` and 5 other fields	`mis_and_disinformation_female` is highly overall correlated with `mis_and_disinformation` and 5 other fields	High Correlation
`myths` is highly overall correlated with `mis_and_disinformation` and 5 other fields	`myths` is highly overall correlated with `mis_and_disinformation` and 4 other fields	High Correlation
`myths_female` is highly overall correlated with `mis_and_disinformation` and 5 other fields	`myths_female` is highly overall correlated with `mis_and_disinformation` and 4 other fields	High Correlation
`myths_male` is highly overall correlated with `mis_and_disinformation` and 5 other fields	`myths_male` is highly overall correlated with `mis_and_disinformation` and 4 other fields	High Correlation
`new_vaccinations_smoothed` is highly overall correlated with `mis_and_disinformation` and 5 other fields	`new_vaccinations_smoothed` is highly overall correlated with `mis_and_disinformation_female`	High Correlation
`new_vaccinations_smoothed` has 2458 (10.9%) missing values	Alert not present in	Missing
`mis_and_disinformation` has 3530 (15.6%) zeros	Alert not present in	Zeros
`mis_and_disinformation_male` has 6983 (30.9%) zeros	Alert not present in	Zeros
`mis_and_disinformation_female` has 8940 (39.5%) zeros	Alert not present in	Zeros
`myths` has 6231 (27.5%) zeros	Alert not present in	Zeros
`myths_female` has 11337 (50.1%) zeros	Alert not present in	Zeros
`myths_male` has 9890 (43.7%) zeros	Alert not present in	Zeros
`new_vaccinations_smoothed` has 304 (1.3%) zeros	Alert not present in	Zeros
Alert not present in	`mis_and_disinformation_female` is highly skewed (γ1 = 33.46757126)	Skewed
Alert not present in	`myths` is highly skewed (γ1 = 87.50576782)	Skewed
Alert not present in	`new_vaccinations_smoothed` is highly skewed (γ1 = 29.18977356)	Skewed

Reproduction

	Original Data	Synthetic Data
Analysis started	2023-01-21 05:54:14.715790	2023-01-21 05:54:24.229833
Analysis finished	2023-01-21 05:54:24.203088	2023-01-21 05:54:33.758261
Duration	9.49 seconds	9.53 seconds
Software version	pandas-profiling vv3.6.2	pandas-profiling vv3.6.2
Download configuration	config.json	config.json

mis_and_disinformation
Real number (ℝ)

	Original Data	Synthetic Data
Distinct	1503	20137
Distinct (%)	6.6%	99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	132.18904	194.96919

	Original Data	Synthetic Data
Minimum	0	0.25749367
Maximum	9342	8974.4248
Zeros	3530	0
Zeros (%)	15.6%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	353.4 KiB	78.9 KiB

Quantile statistics

	Original Data	Synthetic Data
Minimum	0	0.25749367
5-th percentile	0	0.51735753
Q1	2	1.1794579
median	8	4.1513669
Q3	48	34.948195
95-th percentile	720.05	1086.7275
Maximum	9342	8974.4248
Range	9342	8974.1673
Interquartile range (IQR)	46	33.768738

Descriptive statistics

	Original Data	Synthetic Data
Standard deviation	463.62593	714.19836
Coefficient of variation (CV)	3.5072949	3.6631345
Kurtosis	76.70032	41.696888
Mean	132.18904	194.96919
Median Absolute Deviation (MAD)	8	3.5383379
Skewness	7.4936843	5.928329
Sum	2990116	3930968.8
Variance	214949.01	510079.34
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3530	15.6%
1	2071	9.2%
2	1504	6.6%
3	1110	4.9%
4	958	4.2%
5	716	3.2%
6	613	2.7%
7	597	2.6%
8	453	2.0%
9	412	1.8%
Other values (1493)	10656	47.1%

Value	Count	Frequency (%)
3.027581692	2	< 0.1%
1.549239397	2	< 0.1%
2.719955444	2	< 0.1%
2.921707392	2	< 0.1%
1.819850683	2	< 0.1%
0.907022059	2	< 0.1%
0.4632177353	2	< 0.1%
0.5650966167	2	< 0.1%
0.7491480708	2	< 0.1%
0.6387518644	2	< 0.1%
Other values (20127)	20142	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3530	15.6%
1	2071	9.2%
2	1504	6.6%
3	1110	4.9%
4	958	4.2%
5	716	3.2%
6	613	2.7%
7	597	2.6%
8	453	2.0%
9	412	1.8%

Value	Count	Frequency (%)
0.2574936748	1	< 0.1%
0.2624304593	1	< 0.1%
0.2693678439	1	< 0.1%
0.2722857893	1	< 0.1%
0.2735600471	1	< 0.1%
0.285967499	1	< 0.1%
0.2899042368	1	< 0.1%
0.2900577188	1	< 0.1%
0.2907913625	1	< 0.1%
0.2923562825	1	< 0.1%

Value	Count	Frequency (%)
0.2574936748	1	< 0.1%
0.2624304593	1	< 0.1%
0.2693678439	1	< 0.1%
0.2722857893	1	< 0.1%
0.2735600471	1	< 0.1%
0.285967499	1	< 0.1%
0.2899042368	1	< 0.1%
0.2900577188	1	< 0.1%
0.2907913625	1	< 0.1%
0.2923562825	1	< 0.1%

Value	Count	Frequency (%)
0	3530	17.5%
1	2071	10.3%
2	1504	7.5%
3	1110	5.5%
4	958	4.8%
5	716	3.6%
6	613	3.0%
7	597	3.0%
8	453	2.2%
9	412	2.0%

mis_and_disinformation_male
Real number (ℝ)

	Original Data	Synthetic Data
Distinct	912	20145
Distinct (%)	4.0%	99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	51.710477	45.556214

	Original Data	Synthetic Data
Minimum	0	0.0017139363
Maximum	3351	3319.9016
Zeros	6983	0
Zeros (%)	30.9%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	353.4 KiB	78.9 KiB

Quantile statistics

	Original Data	Synthetic Data
Minimum	0	0.0017139363
5-th percentile	0	0.0040189742
Q1	0	0.012929554
median	3	0.075563148
Q3	17	1.4213123
95-th percentile	294	169.28096
Maximum	3351	3319.9016
Range	3351	3319.8999
Interquartile range (IQR)	17	1.4083827

Descriptive statistics

	Original Data	Synthetic Data
Standard deviation	179.22929	233.83656
Coefficient of variation (CV)	3.466015	5.1329235
Kurtosis	67.376797	72.5485
Mean	51.710477	45.556214
Median Absolute Deviation (MAD)	3	0.070963144
Skewness	7.0232094	7.911963
Sum	1169691	918504.39
Variance	32123.138	54679.535
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6983	30.9%
1	2532	11.2%
2	1608	7.1%
3	1156	5.1%
4	886	3.9%
5	687	3.0%
6	562	2.5%
7	443	2.0%
8	344	1.5%
10	313	1.4%
Other values (902)	7106	31.4%

Value	Count	Frequency (%)
0.007497055456	2	< 0.1%
0.01658315025	2	< 0.1%
142.8185272	2	< 0.1%
0.009448382072	2	< 0.1%
0.2914951742	2	< 0.1%
0.0579393208	2	< 0.1%
0.01699636504	2	< 0.1%
0.06248620898	2	< 0.1%
0.1034393981	2	< 0.1%
1.121963143	2	< 0.1%
Other values (20135)	20142	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6983	30.9%
1	2532	11.2%
2	1608	7.1%
3	1156	5.1%
4	886	3.9%
5	687	3.0%
6	562	2.5%
7	443	2.0%
8	344	1.5%
9	300	1.3%

Value	Count	Frequency (%)
0.001713936334	1	< 0.1%
0.001778369537	1	< 0.1%
0.001795734162	1	< 0.1%
0.001853806083	1	< 0.1%
0.001881818054	1	< 0.1%
0.001883565099	1	< 0.1%
0.001904274337	1	< 0.1%
0.001975537278	1	< 0.1%
0.001990786754	1	< 0.1%
0.0020405096	1	< 0.1%

Value	Count	Frequency (%)
0.001713936334	1	< 0.1%
0.001778369537	1	< 0.1%
0.001795734162	1	< 0.1%
0.001853806083	1	< 0.1%
0.001881818054	1	< 0.1%
0.001883565099	1	< 0.1%
0.001904274337	1	< 0.1%
0.001975537278	1	< 0.1%
0.001990786754	1	< 0.1%
0.0020405096	1	< 0.1%

Value	Count	Frequency (%)
0	6983	34.6%
1	2532	12.6%
2	1608	8.0%
3	1156	5.7%
4	886	4.4%
5	687	3.4%
6	562	2.8%
7	443	2.2%
8	344	1.7%
9	300	1.5%

mis_and_disinformation_female
Real number (ℝ)

	Original Data	Synthetic Data
Distinct	717	20141
Distinct (%)	3.2%	99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	32.971927	0.63210664

	Original Data	Synthetic Data
Minimum	0	4.8112943 × 10^-6
Maximum	2745	375.33386
Zeros	8940	0
Zeros (%)	39.5%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	353.4 KiB	78.9 KiB

Quantile statistics

	Original Data	Synthetic Data
Minimum	0	4.8112943 × 10^-6
5-th percentile	0	3.4263846 × 10^-5
Q1	0	0.00016232475
median	1	0.0010686517
Q3	8	0.018942724
95-th percentile	171	1.6793667
Maximum	2745	375.33386
Range	2745	375.33386
Interquartile range (IQR)	8	0.018780399

Descriptive statistics

	Original Data	Synthetic Data
Standard deviation	127.97281	6.1599326
Coefficient of variation (CV)	3.8812657	9.7450845
Kurtosis	86.162925	1547.1344
Mean	32.971927	0.63210664
Median Absolute Deviation (MAD)	1	0.001024836
Skewness	7.979837	33.467571
Sum	745825	12744.534
Variance	16377.041	37.944767
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8940	39.5%
1	2841	12.6%
2	1752	7.7%
3	1078	4.8%
4	738	3.3%
5	556	2.5%
6	446	2.0%
7	369	1.6%
8	291	1.3%
9	244	1.1%
Other values (707)	5365	23.7%

Value	Count	Frequency (%)
7.466223178 × 10^-5	2	< 0.1%
0.008932402357	2	< 0.1%
4.873222497 × 10^-5	2	< 0.1%
0.0001398147579	2	< 0.1%
0.0003148161049	2	< 0.1%
0.001261505648	2	< 0.1%
0.7851961255	2	< 0.1%
0.0003220156941	2	< 0.1%
0.0003940643219	2	< 0.1%
0.0001623247517	2	< 0.1%
Other values (20131)	20142	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8940	39.5%
1	2841	12.6%
2	1752	7.7%
3	1078	4.8%
4	738	3.3%
5	556	2.5%
6	446	2.0%
7	369	1.6%
8	291	1.3%
9	244	1.1%

Value	Count	Frequency (%)
4.811294275 × 10^-6	1	< 0.1%
5.135927495 × 10^-6	1	< 0.1%
5.690041235 × 10^-6	1	< 0.1%
5.765156857 × 10^-6	1	< 0.1%
5.809421054 × 10^-6	1	< 0.1%
5.9827521 × 10^-6	1	< 0.1%
6.099553048 × 10^-6	1	< 0.1%
6.262137958 × 10^-6	1	< 0.1%
6.278678484 × 10^-6	1	< 0.1%
6.307185231 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
4.811294275 × 10^-6	1	< 0.1%
5.135927495 × 10^-6	1	< 0.1%
5.690041235 × 10^-6	1	< 0.1%
5.765156857 × 10^-6	1	< 0.1%
5.809421054 × 10^-6	1	< 0.1%
5.9827521 × 10^-6	1	< 0.1%
6.099553048 × 10^-6	1	< 0.1%
6.262137958 × 10^-6	1	< 0.1%
6.278678484 × 10^-6	1	< 0.1%
6.307185231 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0	8940	44.3%
1	2841	14.1%
2	1752	8.7%
3	1078	5.3%
4	738	3.7%
5	556	2.8%
6	446	2.2%
7	369	1.8%
8	291	1.4%
9	244	1.2%

myths
Real number (ℝ)

	Original Data	Synthetic Data
Distinct	849	20093
Distinct (%)	3.8%	99.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	47.737622	5.1294338 × 10^-7

	Original Data	Synthetic Data
Minimum	0	5.5744087 × 10^-13
Maximum	4204	0.0021937087
Zeros	6231	0
Zeros (%)	27.5%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	353.4 KiB	78.9 KiB

Quantile statistics

	Original Data	Synthetic Data
Minimum	0	5.5744087 × 10^-13
5-th percentile	0	4.1772176 × 10^-12
Q1	0	2.084769 × 10^-11
median	4	1.5116586 × 10^-10
Q3	24	2.2952317 × 10^-9
95-th percentile	228	1.928308 × 10^-7
Maximum	4204	0.0021937087
Range	4204	0.0021937087
Interquartile range (IQR)	24	2.274384 × 10^-9

Descriptive statistics

	Original Data	Synthetic Data
Standard deviation	157.69701	1.9959067 × 10^-5
Coefficient of variation (CV)	3.3034115	38.910857
Kurtosis	84.481684	8622.3672
Mean	47.737622	5.1294338 × 10^-7
Median Absolute Deviation (MAD)	4	1.4584707 × 10^-10
Skewness	7.4140392	87.505768
Sum	1079825	0.010341964
Variance	24868.347	3.9836431 × 10^-10
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6231	27.5%
1	2581	11.4%
2	1495	6.6%
3	997	4.4%
4	788	3.5%
5	636	2.8%
6	556	2.5%
7	442	2.0%
8	387	1.7%
9	340	1.5%
Other values (839)	8167	36.1%

Value	Count	Frequency (%)
1.600090373 × 10^-11	2	< 0.1%
2.036454165 × 10^-11	2	< 0.1%
2.708205535 × 10^-11	2	< 0.1%
1.148236627 × 10^-11	2	< 0.1%
1.148199938 × 10^-10	2	< 0.1%
3.621257461 × 10^-11	2	< 0.1%
4.528115383 × 10^-10	2	< 0.1%
3.017615021 × 10^-12	2	< 0.1%
3.179078528 × 10^-11	2	< 0.1%
1.607396882 × 10^-9	2	< 0.1%
Other values (20083)	20142	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6231	27.5%
1	2581	11.4%
2	1495	6.6%
3	997	4.4%
4	788	3.5%
5	636	2.8%
6	556	2.5%
7	442	2.0%
8	387	1.7%
9	340	1.5%

Value	Count	Frequency (%)
5.574408665 × 10^-13	1	< 0.1%
7.25037543 × 10^-13	1	< 0.1%
7.888903289 × 10^-13	1	< 0.1%
8.03220229 × 10^-13	1	< 0.1%
8.076476228 × 10^-13	1	< 0.1%
8.601234959 × 10^-13	1	< 0.1%
8.87349005 × 10^-13	1	< 0.1%
8.896876291 × 10^-13	1	< 0.1%
9.042051504 × 10^-13	1	< 0.1%
9.164562555 × 10^-13	1	< 0.1%

Value	Count	Frequency (%)
5.574408665 × 10^-13	1	< 0.1%
7.25037543 × 10^-13	1	< 0.1%
7.888903289 × 10^-13	1	< 0.1%
8.03220229 × 10^-13	1	< 0.1%
8.076476228 × 10^-13	1	< 0.1%
8.601234959 × 10^-13	1	< 0.1%
8.87349005 × 10^-13	1	< 0.1%
8.896876291 × 10^-13	1	< 0.1%
9.042051504 × 10^-13	1	< 0.1%
9.164562555 × 10^-13	1	< 0.1%

Value	Count	Frequency (%)
0	6231	30.9%
1	2581	12.8%
2	1495	7.4%
3	997	4.9%
4	788	3.9%
5	636	3.2%
6	556	2.8%
7	442	2.2%
8	387	1.9%
9	340	1.7%

myths_female
Real number (ℝ)

	Original Data	Synthetic Data
Distinct	367	20128
Distinct (%)	1.6%	99.8%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	11.846375	0.88741908

	Original Data	Synthetic Data
Minimum	0	0.0009409269
Maximum	1521	146.70242
Zeros	11337	0
Zeros (%)	50.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	353.4 KiB	78.9 KiB

Quantile statistics

	Original Data	Synthetic Data
Minimum	0	0.0009409269
5-th percentile	0	0.0020053099
Q1	0	0.004977763
median	0	0.017849388
Q3	4	0.12708842
95-th percentile	52	3.6867018
Maximum	1521	146.70242
Range	1521	146.70148
Interquartile range (IQR)	4	0.12211066

Descriptive statistics

	Original Data	Synthetic Data
Standard deviation	44.95295	4.4033723
Coefficient of variation (CV)	3.7946587	4.9619987
Kurtosis	151.20784	219.98198
Mean	11.846375	0.88741908
Median Absolute Deviation (MAD)	0	0.015353912
Skewness	9.3718391	11.610792
Sum	267965	17892.143
Variance	2020.7677	19.389688
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11337	50.1%
1	2712	12.0%
2	1432	6.3%
3	921	4.1%
4	667	2.9%
5	438	1.9%
6	392	1.7%
7	322	1.4%
9	257	1.1%
8	214	0.9%
Other values (357)	3928	17.4%

Value	Count	Frequency (%)
0.1657812148	2	< 0.1%
0.01287199184	2	< 0.1%
0.01083931886	2	< 0.1%
1.200712085	2	< 0.1%
0.01262701303	2	< 0.1%
0.003183210036	2	< 0.1%
0.002357335528	2	< 0.1%
0.0109860776	2	< 0.1%
0.01557181682	2	< 0.1%
0.06065730378	2	< 0.1%
Other values (20118)	20142	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11337	50.1%
1	2712	12.0%
2	1432	6.3%
3	921	4.1%
4	667	2.9%
5	438	1.9%
6	392	1.7%
7	322	1.4%
8	214	0.9%
9	257	1.1%

Value	Count	Frequency (%)
0.0009409268969	1	< 0.1%
0.0009473963291	1	< 0.1%
0.001031626598	1	< 0.1%
0.001043590135	1	< 0.1%
0.001104090828	1	< 0.1%
0.001116379164	1	< 0.1%
0.001116638887	1	< 0.1%
0.001135243801	1	< 0.1%
0.001139126485	1	< 0.1%
0.001139322994	1	< 0.1%

Value	Count	Frequency (%)
0.0009409268969	1	< 0.1%
0.0009473963291	1	< 0.1%
0.001031626598	1	< 0.1%
0.001043590135	1	< 0.1%
0.001104090828	1	< 0.1%
0.001116379164	1	< 0.1%
0.001116638887	1	< 0.1%
0.001135243801	1	< 0.1%
0.001139126485	1	< 0.1%
0.001139322994	1	< 0.1%

Value	Count	Frequency (%)
0	11337	56.2%
1	2712	13.5%
2	1432	7.1%
3	921	4.6%
4	667	3.3%
5	438	2.2%
6	392	1.9%
7	322	1.6%
8	214	1.1%
9	257	1.3%

myths_male
Real number (ℝ)

	Original Data	Synthetic Data
Distinct	456	20127
Distinct (%)	2.0%	99.8%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	17.368126	2.4123741

	Original Data	Synthetic Data
Minimum	0	0.0014087727
Maximum	1365	523.39032
Zeros	9890	0
Zeros (%)	43.7%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	353.4 KiB	78.9 KiB

Quantile statistics

	Original Data	Synthetic Data
Minimum	0	0.0014087727
5-th percentile	0	0.0027560253
Q1	0	0.0061015229
median	1	0.022812185
Q3	7	0.23624865
95-th percentile	88	10.077938
Maximum	1365	523.39032
Range	1365	523.38891
Interquartile range (IQR)	7	0.23014713

Descriptive statistics

	Original Data	Synthetic Data
Standard deviation	58.291022	12.685512
Coefficient of variation (CV)	3.3562068	5.2585176
Kurtosis	64.714635	355.3302
Mean	17.368126	2.4123741
Median Absolute Deviation (MAD)	1	0.019612003
Skewness	6.7263113	13.915636
Sum	392867	48638.286
Variance	3397.8432	160.9222
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9890	43.7%
1	2596	11.5%
2	1506	6.7%
3	1018	4.5%
4	746	3.3%
5	639	2.8%
6	435	1.9%
7	402	1.8%
8	308	1.4%
9	307	1.4%
Other values (446)	4773	21.1%

Value	Count	Frequency (%)
0.113289766	2	< 0.1%
0.03909193352	2	< 0.1%
0.002846202813	2	< 0.1%
0.01819017529	2	< 0.1%
0.1021878049	2	< 0.1%
0.02539433353	2	< 0.1%
0.007072576787	2	< 0.1%
0.003821014892	2	< 0.1%
0.07215686142	2	< 0.1%
0.03538630158	2	< 0.1%
Other values (20117)	20142	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9890	43.7%
1	2596	11.5%
2	1506	6.7%
3	1018	4.5%
4	746	3.3%
5	639	2.8%
6	435	1.9%
7	402	1.8%
8	308	1.4%
9	307	1.4%

Value	Count	Frequency (%)
0.001408772659	1	< 0.1%
0.001488958253	1	< 0.1%
0.001499351813	1	< 0.1%
0.001503663138	1	< 0.1%
0.001528530149	1	< 0.1%
0.001529715722	1	< 0.1%
0.001552285627	1	< 0.1%
0.00155452115	1	< 0.1%
0.001575703733	1	< 0.1%
0.001578219817	1	< 0.1%

Value	Count	Frequency (%)
0.001408772659	1	< 0.1%
0.001488958253	1	< 0.1%
0.001499351813	1	< 0.1%
0.001503663138	1	< 0.1%
0.001528530149	1	< 0.1%
0.001529715722	1	< 0.1%
0.001552285627	1	< 0.1%
0.00155452115	1	< 0.1%
0.001575703733	1	< 0.1%
0.001578219817	1	< 0.1%

Value	Count	Frequency (%)
0	9890	49.1%
1	2596	12.9%
2	1506	7.5%
3	1018	5.0%
4	746	3.7%
5	639	3.2%
6	435	2.2%
7	402	2.0%
8	308	1.5%
9	307	1.5%

new_vaccinations_smoothed
Real number (ℝ)

	Original Data	Synthetic Data
Distinct	15978	20137
Distinct (%)	79.2%	99.9%
Missing	2458	0
Missing (%)	10.9%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	273046.67	2668.5122

	Original Data	Synthetic Data
Minimum	0	1.3695122
Maximum	10037995	1247604.2
Zeros	304	0
Zeros (%)	1.3%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	353.4 KiB	78.9 KiB

Quantile statistics

	Original Data	Synthetic Data
Minimum	0	1.3695122
5-th percentile	396	12.471789
Q1	6362	100.70676
median	41651	234.97049
Q3	217664.75	690.17796
95-th percentile	1266859	6742.1515
Maximum	10037995	1247604.2
Range	10037995	1247602.9
Interquartile range (IQR)	211302.75	589.4712

Descriptive statistics

	Original Data	Synthetic Data
Standard deviation	778429.33	23702.07
Coefficient of variation (CV)	2.8509021	8.8821293
Kurtosis	51.553296	1142.5132
Mean	273046.67	2668.5122
Median Absolute Deviation (MAD)	40250	179.19913
Skewness	6.4950105	29.189774
Sum	5.505167 × 10⁹	53802543
Variance	6.0595222 × 10¹¹	5.617881 × 10⁸
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	304	1.3%
1926	71	0.3%
6049	61	0.3%
37853	57	0.3%
4431	52	0.2%
2915	51	0.2%
34002	50	0.2%
201797	50	0.2%
1401	45	0.2%
23552	43	0.2%
Other values (15968)	19378	85.7%
(Missing)	2458	10.9%

Value	Count	Frequency (%)
210.4053955	2	< 0.1%
797.4474487	2	< 0.1%
91.17314148	2	< 0.1%
125.5846176	2	< 0.1%
644.6708984	2	< 0.1%
681.6853027	2	< 0.1%
264.7999878	2	< 0.1%
716.2763672	2	< 0.1%
193.1675568	2	< 0.1%
343.0980835	2	< 0.1%
Other values (20127)	20142	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	304	1.3%
2	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
26	2	< 0.1%
28	2	< 0.1%
33	2	< 0.1%
34	2	< 0.1%
35	2	< 0.1%
36	3	< 0.1%

Value	Count	Frequency (%)
1.3695122	1	< 0.1%
1.500377178	1	< 0.1%
1.564958572	1	< 0.1%
1.569641471	1	< 0.1%
1.609022021	1	< 0.1%
1.63750267	1	< 0.1%
1.647035837	1	< 0.1%
1.679669738	1	< 0.1%
1.689743638	1	< 0.1%
1.756750226	1	< 0.1%

Value	Count	Frequency (%)
1.3695122	1	< 0.1%
1.500377178	1	< 0.1%
1.564958572	1	< 0.1%
1.569641471	1	< 0.1%
1.609022021	1	< 0.1%
1.63750267	1	< 0.1%
1.647035837	1	< 0.1%
1.679669738	1	< 0.1%
1.689743638	1	< 0.1%
1.756750226	1	< 0.1%

Value	Count	Frequency (%)
0	304	1.5%
2	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
26	2	< 0.1%
28	2	< 0.1%
33	2	< 0.1%
34	2	< 0.1%
35	2	< 0.1%
36	3	< 0.1%

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Heatmap
Table

Original Data

Synthetic Data

Original Data

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_female	myths_male	new_vaccinations_smoothed
mis_and_disinformation	1.000	0.944	0.911	0.889	0.824	0.858	0.571
mis_and_disinformation_male	0.944	1.000	0.869	0.866	0.812	0.858	0.544
mis_and_disinformation_female	0.911	0.869	1.000	0.845	0.814	0.834	0.530
myths	0.889	0.866	0.845	1.000	0.886	0.923	0.602
myths_female	0.824	0.812	0.814	0.886	1.000	0.834	0.549
myths_male	0.858	0.858	0.834	0.923	0.834	1.000	0.563
new_vaccinations_smoothed	0.571	0.544	0.530	0.602	0.549	0.563	1.000

Synthetic Data

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_female	myths_male	new_vaccinations_smoothed
mis_and_disinformation	1.000	0.992	0.957	0.807	0.961	0.973	-0.468
mis_and_disinformation_male	0.992	1.000	0.944	0.828	0.974	0.986	-0.449
mis_and_disinformation_female	0.957	0.944	1.000	0.703	0.931	0.907	-0.502
myths	0.807	0.828	0.703	1.000	0.857	0.862	-0.021
myths_female	0.961	0.974	0.931	0.857	1.000	0.984	-0.371
myths_male	0.973	0.986	0.907	0.862	0.984	1.000	-0.406
new_vaccinations_smoothed	-0.468	-0.449	-0.502	-0.021	-0.371	-0.406	1.000

Count
Matrix

Original Data

A simple visualization of nullity by column.

Synthetic Data

A simple visualization of nullity by column.

Original Data

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Synthetic Data

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

Original Data

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_male	new_vaccinations_smoothed
0	0	0	0	1	1	NaN
1	1	0	0	1	1	NaN
2	2	0	0	0	0	NaN
3	2	0	0	0	0	NaN
4	0	0	0	1	0	NaN
5	1	0	0	1	0	NaN
6	1	0	1	0	0	NaN
7	0	0	0	0	0	NaN
8	1	1	0	0	0	NaN
9	0	0	0	0	0	NaN

Synthetic Data

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_female	myths_male	new_vaccinations_smoothed
0	0.881926	0.007294	0.000096	1.441762e-11	0.002502	0.003399	433.755737
1	0.561649	0.004337	0.000046	4.396738e-12	0.001904	0.002689	206.921494
2	0.799067	0.006421	0.000049	5.791453e-12	0.002390	0.003687	171.967133
3	27.981241	0.831350	0.056760	9.115203e-11	0.123705	0.081263	270.183807
4	3417.765625	828.431335	24.043804	2.883288e-07	11.475373	39.915588	23.367708
5	1.287363	0.015360	0.000077	4.580738e-11	0.003487	0.004829	806.266113
6	2.275546	0.031279	0.000325	1.437807e-11	0.010065	0.014703	222.214279
7	0.476046	0.003918	0.000020	6.979158e-11	0.005062	0.006368	1806.305420
8	2.384856	0.027774	0.001296	6.562452e-12	0.009462	0.008861	231.261658
9	0.406959	0.002802	0.000010	1.710320e-10	0.003730	0.004456	3761.653076

Original Data

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_female	myths_male	new_vaccinations_smoothed
22610	2	0	0	0	0	0	NaN
22611	1	0	0	1	0	1	NaN
22612	0	0	0	0	0	0	NaN
22613	32	19	8	1	0	1	NaN
22614	39	15	5	9	2	6	NaN
22615	61	40	10	7	1	4	NaN
22616	42	20	7	9	2	1	NaN
22617	40	25	3	16	2	8	NaN
22618	43	22	6	5	0	2	NaN
22619	55	28	14	11	1	5	NaN

Synthetic Data

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_female	myths_male	new_vaccinations_smoothed
20152	111.297600	6.063241	0.101819	2.119309e-09	0.239296	0.670247	29.048500
20153	8.541916	0.178145	0.001435	6.160439e-10	0.040290	0.054823	410.363800
20154	0.528851	0.006146	0.000017	1.129179e-10	0.003515	0.005103	8263.362305
20155	0.960515	0.012357	0.000036	3.918914e-10	0.004379	0.005664	5405.026367
20156	1.010556	0.010243	0.000061	4.024147e-11	0.003856	0.005503	400.746857
20157	0.782099	0.008983	0.000158	5.700643e-12	0.004049	0.004647	341.378448
20158	1.091776	0.013979	0.000135	6.930960e-12	0.005139	0.007120	221.266937
20159	0.532489	0.006224	0.000601	1.007859e-10	0.017582	0.004054	7451.645996
20160	340.912537	35.149246	0.402780	6.029190e-09	1.361110	2.381244	10.289628
20161	5.310801	0.051027	0.001397	4.791975e-10	0.013709	0.016100	3292.263916

Original Data

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_male	new_vaccinations_smoothed	# duplicates
178	0	0	0	0	0	NaN	391
259	1	0	0	0	0	NaN	121
0	0	0	0	0	0	0.0	95
194	0	0	0	1	0	NaN	72
302	1	1	0	0	0	NaN	58
333	2	0	0	0	0	NaN	57
358	2	1	0	0	0	NaN	36
283	1	0	1	0	0	NaN	30
266	1	0	0	1	0	NaN	27
202	0	0	0	1	1	NaN	21

Synthetic Data

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_female	myths_male	new_vaccinations_smoothed	# duplicates
Dataset does not contain duplicate rows.

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_male	new_vaccinations_smoothed
0	0	0	0	1	1	NaN
1	1	0	0	1	1	NaN
2	2	0	0	0	0	NaN
3	2	0	0	0	0	NaN
4	0	0	0	1	0	NaN
5	1	0	0	1	0	NaN
6	1	0	1	0	0	NaN
7	0	0	0	0	0	NaN
8	1	1	0	0	0	NaN
9	0	0	0	0	0	NaN

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_male	new_vaccinations_smoothed	# duplicates
178	0	0	0	0	0	NaN	391
259	1	0	0	0	0	NaN	121
0	0	0	0	0	0	0.0	95
194	0	0	0	1	0	NaN	72
302	1	1	0	0	0	NaN	58
333	2	0	0	0	0	NaN	57
358	2	1	0	0	0	NaN	36
283	1	0	1	0	0	NaN	30
266	1	0	0	1	0	NaN	27
202	0	0	0	1	1	NaN	21

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_male	new_vaccinations_smoothed
0	0	0	0	1	1	NaN
1	1	0	0	1	1	NaN
2	2	0	0	0	0	NaN
3	2	0	0	0	0	NaN
4	0	0	0	1	0	NaN
5	1	0	0	1	0	NaN
6	1	0	1	0	0	NaN
7	0	0	0	0	0	NaN
8	1	1	0	0	0	NaN
9	0	0	0	0	0	NaN

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_male	new_vaccinations_smoothed	# duplicates
178	0	0	0	0	0	NaN	391
259	1	0	0	0	0	NaN	121
0	0	0	0	0	0	0.0	95
194	0	0	0	1	0	NaN	72
302	1	1	0	0	0	NaN	58
333	2	0	0	0	0	NaN	57
358	2	1	0	0	0	NaN	36
283	1	0	1	0	0	NaN	30
266	1	0	0	1	0	NaN	27
202	0	0	0	1	1	NaN	21

Overview

Variables

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	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_male	new_vaccinations_smoothed
0	0	0	0	1	1	NaN
1	1	0	0	1	1	NaN
2	2	0	0	0	0	NaN
3	2	0	0	0	0	NaN
4	0	0	0	1	0	NaN
5	1	0	0	1	0	NaN
6	1	0	1	0	0	NaN
7	0	0	0	0	0	NaN
8	1	1	0	0	0	NaN
9	0	0	0	0	0	NaN

	mis_and_disinformation	mis_and_disinformation_male	mis_and_disinformation_female	myths	myths_male	new_vaccinations_smoothed	# duplicates
178	0	0	0	0	0	NaN	391
259	1	0	0	0	0	NaN	121
0	0	0	0	0	0	0.0	95
194	0	0	0	1	0	NaN	72
302	1	1	0	0	0	NaN	58
333	2	0	0	0	0	NaN	57
358	2	1	0	0	0	NaN	36
283	1	0	1	0	0	NaN	30
266	1	0	0	1	0	NaN	27
202	0	0	0	1	1	NaN	21